1140
News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
sre-bot
A Google Agent Development Kit (ADK) powered assistant designed to help Site Reliability Engineers (SREs) with operational tasks and monitoring, particularly focused on Kubernetes interactions.
https://github.com/serkanh/sre-bot
Dagster - Data Orchestration and Pipelines with Python & DAGs
This video is a practical introduction to using Dagster for Python-based data orchestration, covering core concepts like assets, definitions, scheduling, and the Dagster UI. Through hands-on examples—including building a pipeline with Polars and DuckDB—the tutorial demonstrates how to define, manage, and automate complex data workflows in modern data engineering.
https://www.youtube.com/watch?v=sKqDq4TFbmY
How to become a data scientist in 2025 ?
https://www.reddit.com/r/learnpython/comments/1ku8ksa/how_to_become_a_data_scientist_in_2025/
LangGraph Complete Course for Beginners – Complex AI Agents with Python
This video course introduces LangGraph, a Python library for building advanced conversational AI workflows using a graph-based approach. It guides viewers through designing, implementing, and managing scalable dialogue systems, covering both theoretical concepts and hands-on coding exercises.
https://www.youtube.com/watch?v=jGg_1h0qzaM
Python Hub Weekly Digest for 2025-05-25
https://pythonhub.dev/digest/2025-05-25/
Microsoft layoffs hit Faster CPython team - including the Technical Lead, Mark Shannon
https://www.reddit.com/r/Python/comments/1kmwdbu/microsoft_layoffs_hit_faster_cpython_team/
"Goodwill", key member of the SoCal Python Community has passed away
https://socalpython.org/in-memoriam-michael/
Project Verona: Fearless Concurrency for Python
https://microsoft.github.io/verona/pyrona.html
DeerFlow
DeerFlow is a community-driven framework for deep research, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community.
https://github.com/bytedance/deer-flow
Xenolab
A monitoring station for carnivorous flora.
https://github.com/blackrabbit17/xenolab
Codeflash
Optimize your code automatically with AI.
https://github.com/codeflash-ai/codeflash
Querying 10M rows in 11 seconds: Benchmarking ConnectorX, Asyncpg and Psycopg vs QuestDB
https://www.reddit.com/r/Python/comments/1klke8k/querying_10m_rows_in_11_seconds_benchmarking/
StarGuard
CLI tool to detect fake-star campaigns, dependency hijacks, licence red flags, and other signals of open-source risk. Inspired by the 4.5 million fake stars study, StarGuard helps automate open-source due diligence in seconds.
https://github.com/m-ahmed-elbeskeri/Starguard
An Empirical Study on the Performance and Energy Usage of Compiled Python Code
This study investigates how various Python compilers—such as PyPy, Numba, Nuitka, Mypyc, Codon, Cython, and Pyston-lite—affect execution time, energy consumption, and memory usage across different benchmarks. Results indicate that tools like Codon, PyPy, and Numba can achieve over 90% improvements in speed and energy efficiency compared to standard CPython.
https://arxiv.org/pdf/2505.02346
PyRoki
A Modular Toolkit for Robot Kinematic Optimization.
https://github.com/chungmin99/pyroki
OpenThinkIMG
OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.
https://github.com/zhaochen0110/OpenThinkIMG
Modern Python Boilerplate - good package basic structure
https://www.reddit.com/r/Python/comments/1krsxut/modern_python_boilerplate_good_package_basic/
Template Strings in Python 3.14: Structured Interpolation
Python 3.14 introduces template strings (t""), which return structured Template objects instead of plain strings, enabling full inspection and control of interpolated expressions. This allows safer, customizable rendering for use cases like shell commands, HTML output, logging, and config generation—offering a powerful alternative to f-strings when you need pre-render control.
https://blog.abhimanyu-saharan.com/posts/template-strings-in-python-3-14-structured-interpolation
workflow-use
Create and run workflows (RPA 2.0).
https://github.com/browser-use/workflow-use
kit
kit is a production-ready Python toolkit for codebase mapping, symbol extraction, code search, and building LLM-powered developer tools, agents, and workflows. Use kit to build things like code reviewers, code generators, even IDEs, all enriched with the right code context.
https://github.com/cased/kit
Exploring flexicache
An exploration of using flexicache for caching in Python.
https://daniel.feldroy.com/posts/2025-05-flexicache
Airweave
Airweave is a tool that lets agents semantically search any app. It's MCP compatible and seamlessly connects any app, database, or API, to transform their contents into agent-ready knowledge.
https://github.com/airweave-ai/airweave
What IS a Django App?
This post sets the stage for a series on useful Django apps by first clarifying what a Django app is and its role within a project. It highlights the benefits of using separate apps for modularity, clarity, and reusability—for both developers and end-users.
https://www.revsys.com/tidbits/what-is-a-django-app/
Write the most clever code you possibly can
The author advocates writing clever code as a form of deliberate practice to enhance programming skills. While emphasizing that such code shouldn't be committed to production, he suggests that experimenting with complex code structures can deepen understanding and prepare developers for challenging scenarios. This approach encourages pushing the boundaries of one's comfort zone to foster...
https://buttondown.com/hillelwayne/archive/write-the-most-clever-code-you-possibly-can/
LegoGPT
This is the official repository for LegoGPT, the first approach for generating physically stable LEGO brick models from text prompts.
https://avalovelace1.github.io/LegoGPT/
A Rust API Inspired by Python, Powered by Serde
https://ohadravid.github.io/posts/2025-05-serde-reflect/
Audiblez
Generate audiobooks from e-books.
https://github.com/santinic/audiblez
Introducing Typerdrive: Develop API-Connected Typer Apps at Lightspeed
Typerdrive is a Python package that extends Typer to simplify building CLI tools that interact with APIs. It offers built-in support for settings management, caching, error handling, logging, and client configuration, enabling developers to create robust, user-friendly command-line applications more efficiently.
https://blog.dusktreader.dev/2025/05/13/introducing-typerdrive-develop-api-connected-typer-apps-at-lightspeed/
Fosowl / agenticSeek
Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity.
https://github.com/Fosowl/agenticSeek
MicroPython v1.25.0
https://github.com/micropython/micropython/releases/tag/v1.25.0